Zongze Wu

Anomaly Multi-classification in Industrial Scenarios: Transferring Few-shot Learning to a New Task

2024 · arXiv (Cornell University)

In industrial scenarios, it is crucial not only to identify anomalous items but also to classify the type of anomaly. However, research on anomaly multi-classification remains largely unexplored. This paper proposes a novel and valuable …

Hypergraph Foundation Model

2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence

Hypergraph neural networks (HGNNs) effectively model complex high-order relationships in domains like protein interactions and social networks by connecting multiple vertices through hyperedges, enhancing modeling capabilities, and reducing information loss. Developing foundation models for hypergraphs …